Tech-Ready Restaurants in Massachusetts, US

The "Low Hanging Fruit." They have the budget but need the tech. Restaurants well-established (Beam Score > 70) and performing (sentiments last 30 days > 10 that lack online reservation AND online ordering Ready for technology adoption and modernization.

Total Records: 198
Location Type: State
Last Updated (weekly): 5/6/2026
Format:
CSV JSON Parquet
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198

Total Businesses

Within this dataset

4.5

Experience Level

100.0% with experience data

175.3K

Satisfaction Sentiments

885 avg per business

100.0%

Data Freshness

Updated in last 30 days

Geographic Intelligence

Explore the geographic distribution. Understand neighborhood density and business concentration to identify prime locations and underserved areas.

City Overview

Regional location of dataset

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Neighborhood Density

Business distribution by area

H3 Competition Map

Interactive hex-level density and beam score view

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Market Landscape

Understand the competitive structure scene. Explore category distribution, pricing strategies, and market composition to identify opportunities and gaps.

Market Composition

Category market share

Top Categories

By venue count

Price Distribution

By price tier

Experience Level & Sentiment

Gauge customer satisfaction through ratings, reviews, and sentiment analysis. Track how experiences are trending over time to benchmark performance against market standards.

Rating Distribution

Star ratings breakdown

4.52 ★

Reviews Overview

Customer review metrics

175K

Satisfaction Sentiments

Across all businesses

885

Avg per Business

Median: 802

100%

Has Rating

198 businesses

96%

High Rated

4+ stars

Sentiment Trend

Customer sentiment over time

↘ 4.0%

Review Activity

Reviews received by period

4.8K/30d

Digital & Social Presence

Analyze the digital footprint across social platforms. Understand follower reach, engagement patterns, content volume, and influencer concentration.

Social Reach

Platform comparison

48.8M

Total Followers

Instagram
Followers43.3M
Accounts176
Posts192.3K
Eng. Rate2.7%
TikTok
Followers5.6M
Accounts100
Hearts97.9M
Eng. Rate4.1%

Engagement Rate Trends

Platform engagement over time

Top Influencer Tiers

Follower concentration by tier

Top 1031.4M
IG: 26.9M
Top 10043.1M
IG: 43.1M
Instagram
TikTok

Social Presence

Platform penetration %

Facebook
95%
Instagram
89%
Twitter
61%
LinkedIn
59%
TikTok
51%
YouTube
21%

Content Volume

Total content created

Instagram Posts

192.3K

AVG

1.1K

TikTok Videos

19.0K

AVG

209

TikTok Hearts

97.9M

AVG

1.1M

Total Content211.3K

Contact Availability

Business contact data coverage

99%

Website

97%

Social

62%

Email

98%

Phone

Beam Competitive Analysis

Analyze competitive density and market positioning. Understand how businesses rank against competitors and identify market opportunities.

Competitor Density

Avg competitors within 2km

Popularity Index

Market position percentile

15percentile
050100

Beam Scores

Quality metrics breakdown

Rating ScoreOverall rating quality
90%
Rating HealthRating trend stability
88%
Social PresenceSocial media activity
75%
Data CompletenessProfile data coverage
84%
Review ConfidenceReview authenticity
92%

Data Quality & Coverage

Ensure data reliability with comprehensive quality metrics. Track data freshness, address verification rates, and completeness scores to maintain confidence in your insights.

Location Data

Geographic data completeness

City100.0%
State100.0%
Borough38.9%
Street Address100.0%
Postal Code100.0%
City Boundary92.4%
Neighborhood32.3%

Contact Coverage

Business contact availability

Website
99.0%
Social Media
97.5%
Email
62.1%
Phone
98.5%
Has Sentiment Data
100.0%
Location Verified
100.0%

Social Platform Coverage

Facebook95.0%
Instagram88.9%
Twitter/X61.1%
LinkedIn59.1%
TikTok50.5%
YouTube20.7%

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